Book: Machine Learning Algorithms From Scratch

Book: Machine Learning Algorithms From Scratch | #BigData #MachineLearning #RT

  • From First Principles With Pure Python and

    Use them on Real-World Datasets

    You must understand algorithms to get good at machine learning.

  • In this mega Ebook written in the friendly Machine Learning Mastery style that you’re used to, finally cut through the math and learn exactly how machine learning algorithms work.
  • I’ve written books on algorithms, won and ranked in the top 10% in machine learning competitions, consulted for startups and spent a long time working on systems for forecasting tropical cyclones.
  • (yes I have written tons of code that runs operationally)

    I get a lot of satisfaction helping developers get started and get really good at machine learning.

  • I teach an unconventional top-down and results-first approach to machine learning where we start by working through tutorials and problems, then later wade into theory as we need it.

Discover How to Code Machine Algorithms
From First Principles With Pure Python and
Use them on Real-World Datasets

$37 USD
You must understand algorithms t…
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Can you tell if this music was composed by artificial intelligence?

Can you tell if this music was composed by artificial intelligence?  #technology

  • Davos download: global economic warming
  • The results showed that more than half the listeners attributed DeepBach-generated harmonies to Bach, while music by Bach was correctly identified by 75 percent of the listeners. “
  • The article is published in collaboration with Futurism .
  • Music is mathematical, and composers like Bach often made music that followed a defined, step-like flow that is almost algorithmic.
  • The views expressed in this article are those of the author alone and not the World Economic Forum.

Baroque composer Johann Sebastian Bach is known to have written many chorale cantatas, polyphonic hymns based on Lutheran texts. Each is fairly simple, featuring a single melody accompanied by three harmonies, so Gaetan Hadjeres and Francois Pachet from Sony Computer Science Laboratories in Paris thought it would be interesting to see if a machine could create chorale cantatas indistinguishable from Bach’s.
Continue reading “Can you tell if this music was composed by artificial intelligence?”

Can you tell if this music was composed by artificial intelligence?

Can you tell if this music was composed by artificial intelligence?  #technology

  • How small business can play a big role in humanitarian crises
  • The results showed that more than half the listeners attributed DeepBach-generated harmonies to Bach, while music by Bach was correctly identified by 75 percent of the listeners. “
  • The article is published in collaboration with Futurism .
  • Music is mathematical, and composers like Bach often made music that followed a defined, step-like flow that is almost algorithmic.
  • Baroque composer Johann Sebastian Bach is known to have written many chorale cantatas, polyphonic hymns based on Lutheran texts.

Baroque composer Johann Sebastian Bach is known to have written many chorale cantatas, polyphonic hymns based on Lutheran texts. Each is fairly simple, featuring a single melody accompanied by three harmonies, so Gaetan Hadjeres and Francois Pachet from Sony Computer Science Laboratories in Paris thought it would be interesting to see if a machine could create chorale cantatas indistinguishable from Bach’s.
Continue reading “Can you tell if this music was composed by artificial intelligence?”

Can you tell if this music was composed by artificial intelligence?

Can you tell if this music was composed by artificial intelligence?  #technology

  • The results showed that more than half the listeners attributed DeepBach-generated harmonies to Bach, while music by Bach was correctly identified by 75 percent of the listeners. “
  • The article is published in collaboration with Futurism .
  • Stop overestimating the threat posed by Russia’s ‘new’ form of warfare
  • Music is mathematical, and composers like Bach often made music that followed a defined, step-like flow that is almost algorithmic.
  • Music isn’t the only field where AI algorithms have performed considerably well, even outperforming actual people in some cases.

Baroque composer Johann Sebastian Bach is known to have written many chorale cantatas, polyphonic hymns based on Lutheran texts. Each is fairly simple, featuring a single melody accompanied by three harmonies, so Gaetan Hadjeres and Francois Pachet from Sony Computer Science Laboratories in Paris thought it would be interesting to see if a machine could create chorale cantatas indistinguishable from Bach’s.
Continue reading “Can you tell if this music was composed by artificial intelligence?”

Human or AI: Can You Tell Who Composed This Music?

Human or #AI: can you tell who composed this music?

  • The results showed that more than half the listeners attributed DeepBach-generated harmonies to Bach, while music by Bach was correctly identified by 75 percent of the listeners. “
  • Music isn’t the only field where AI algorithms have performed considerably well, even outperforming actual people in some cases.
  • Interestingly enough, Bach’s music makes it into “Westworld,” a TV series that exploits the topic of AI.
  • Baroque composer Johann Sebastian Bach is known to have written many chorale cantatas, polyphonic hymns based on Lutheran texts.
  • Music is mathematical, and composers like Bach often made music that followed a defined, step-like flow that is almost algorithmic.

More than 50% of listeners were convinced that the harmonies created by neural network DeepBach were actually written by famous composer Johann Sebastian Bach. DeepBach is one of many examples of an AI system performing as well as or even better than its human counterparts, a sign that the technology is significantly improving.
Continue reading “Human or AI: Can You Tell Who Composed This Music?”

Book: Machine Learning Algorithms From Scratch

Book: #MachineLearning Algorithms From Scratch #abdsc

  • You need to be a member of Data Science Central to add comments!
  • You must understand algorithms to get good at machine learning.
  • I want you to be awesome at machine learning.
  • Discover How to Code Machine Algorithms
  • ) and step-by-step tutorials you will discover how to load and prepare data, evaluate model skill, and implement a suite of linear, nonlinear and ensemble machine learning algorithms from scratch.

Discover How to Code Machine Algorithms
From First Principles With Pure Python and
Use them on Real-World Datasets

$37 USD
You must understand algorithms t…
Continue reading “Book: Machine Learning Algorithms From Scratch”

Book: Machine Learning Algorithms From Scratch

Book: #MachineLearning Algorithms From Scratch #abdsc

  • You need to be a member of Data Science Central to add comments!
  • You must understand algorithms to get good at machine learning.
  • I want you to be awesome at machine learning.
  • Discover How to Code Machine Algorithms
  • ) and step-by-step tutorials you will discover how to load and prepare data, evaluate model skill, and implement a suite of linear, nonlinear and ensemble machine learning algorithms from scratch.

Discover How to Code Machine Algorithms
From First Principles With Pure Python and
Use them on Real-World Datasets

$37 USD
You must understand algorithms t…
Continue reading “Book: Machine Learning Algorithms From Scratch”